natural language understanding

KOMBO: Korean Character Representations Based on the Combination Rules of Subcharacters ACL 2024 Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024 LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs CVPR 2024 Language-to-Code Translation with a Single Labeled Example EMNLP 2024 Learning from Others: Similarity-based Regularization for Mitigating Dataset Bias. ACL 2024 Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection EACL 2024 LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models NeurIPS 2024 Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination EMNLP 2024 M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024 MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL 2024 Meaning Representations for Natural Languages: Design, Models and Applications COLING 2024 MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations EMNLP 2024 MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024 Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detection EMNLP 2024 Metacognitive Prompting Improves Understanding in Large Language Models NAACL 2024 MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling ACL 2024 Mitigating Shortcuts in Language Models with Soft Label Encoding COLING 2024 MultiLegalPile: A 689GB Multilingual Legal Corpus ACL 2024 Multimodal Contextual Dialogue Breakdown Detection for Conversational AI Models NAACL 2024 NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms ACL 2024 No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language Models NAACL 2024 Occam’s Razor and Bender and Koller’s Octopus ACL 2024 Paraphrasing in Affirmative Terms Improves Negation Understanding ACL 2024 Pragmatic Norms Are All You Need – Why The Symbol Grounding Problem Does Not Apply to LLMs EMNLP 2024 Pretraining Language Models Using Translationese EMNLP 2024